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Line Integral Methods for Conservative Problems explains the
numerical solution of differential equations within the framework
of geometric integration, a branch of numerical analysis that
devises numerical methods able to reproduce (in the discrete
solution) relevant geometric properties of the continuous vector
field. The book focuses on a large set of differential systems
named conservative problems, particularly Hamiltonian systems.
Assuming only basic knowledge of numerical quadrature and
Runge-Kutta methods, this self-contained book begins with an
introduction to the line integral methods. It describes numerous
Hamiltonian problems encountered in a variety of applications and
presents theoretical results concerning the main instance of line
integral methods: the energy-conserving Runge-Kutta methods, also
known as Hamiltonian boundary value methods (HBVMs). The authors go
on to address the implementation of HBVMs in order to recover in
the numerical solution what was expected from the theory. The book
also covers the application of HBVMs to handle the numerical
solution of Hamiltonian partial differential equations (PDEs) and
explores extensions of the energy-conserving methods. With many
examples of applications, this book provides an accessible guide to
the subject yet gives you enough details to allow concrete use of
the methods. MATLAB codes for implementing the methods are
available online.
Line Integral Methods for Conservative Problems explains the
numerical solution of differential equations within the framework
of geometric integration, a branch of numerical analysis that
devises numerical methods able to reproduce (in the discrete
solution) relevant geometric properties of the continuous vector
field. The book focuses on a large set of differential systems
named conservative problems, particularly Hamiltonian systems.
Assuming only basic knowledge of numerical quadrature and
Runge-Kutta methods, this self-contained book begins with an
introduction to the line integral methods. It describes numerous
Hamiltonian problems encountered in a variety of applications and
presents theoretical results concerning the main instance of line
integral methods: the energy-conserving Runge-Kutta methods, also
known as Hamiltonian boundary value methods (HBVMs). The authors go
on to address the implementation of HBVMs in order to recover in
the numerical solution what was expected from the theory. The book
also covers the application of HBVMs to handle the numerical
solution of Hamiltonian partial differential equations (PDEs) and
explores extensions of the energy-conserving methods. With many
examples of applications, this book provides an accessible guide to
the subject yet gives you enough details to allow concrete use of
the methods. MATLAB codes for implementing the methods are
available online.
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